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Table 12 LDA Plankton images

From: Deriving image features for autonomous classification from time-series recurrence plots

STANDARD & RQA

LD1

LD2

LD3

LD4

Area

8,3468E-06

−8,5546E-06

2,3240E-05

1,2083E-05

Compact

2,8489E + 00

−1,1584E + 00

−6,0993E-01

1,1657E + 01

Contrast

−4,3517E-06

4,8338E-07

−1,6700E-05

−4,2536E-06

Eccentricity

−3,3070E + 00

−5,1458E-01

−2,8622E-01

−1,9799E + 00

HU1

8,1832E + 02

−3,9860E + 02

1,5677E + 02

−7,3236E + 00

Homogeneity

−1,0228E + 01

1,1102E + 01

6,8220E + 00

−7,5339E-01

Length boundary

−2,0340E-04

2,1637E-04

6,8411E-04

2,4935E-04

Solidity

1,7137E + 00

1,7562E + 00

4,4218E + 00

−7,7258E + 00

Clustering coefficient

6,8073E + 00

−1,8136E + 01

−4,4149E-01

−1,8076E + 01

Determinism

−6,0420E + 01

−6,0060E + 01

8,9124E + 00

7,5204E + 01

Entropy Diagonal length

−1,2037E-01

6,6271E-01

2,2168E + 00

8,3095E-01

Laminarity

8,1272E + 01

6,4581E + 01

−5,1721E + 01

−1,3652E + 02

Longest diagonal length

−2,0340E-04

2,1637E-04

6,8411E-04

2,4935E-04

Longest vertical length

4,4576E-04

−5,3818E-04

−5,0247E-03

4,8416E-04

Mean diagonal length

−7,4275E-04

−3,6588E-02

−6,5053E-02

−2,0883E-02

Recurrence period density

−6,5591E-01

−4,1900E + 00

−3,3693E + 00

3,1853E + 00

Recurrence rate

−3,1627E + 00

−9,4214E + 00

1,2058E + 00

3,9744E + 00

Recurrence time1

1,7024E + 00

−4,0523E-01

8,3799E-01

−1,7335E + 00

Recurrence time2

−1,2678E-02

1,3795E-02

−1,1402E-02

−2,7078E-04

Transitivity

3,2961E + 00

1,7547E + 01

−6,0033E + 00

6,6110E + 00

Trapping time

1,9478E-02

8,2368E-03

8,0562E-02

1,2844E-02

Proportion of Trace

0.4158

0.3135

0.1500

0.0578

  1. Loading coefficients of the linear discriminants using the STANDARD & RQA features